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Diaries of a Data Scientist

#9 The Ultimate Guide to Nailing Your Data Science Application - Pt. 1 - DODS

04 Feb 2024

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๐Ÿ” Are you eager to land your dream job? Look no further! Join us as we unveil the essential steps every aspiring data scientist ๐‘บ๐‘ฏ๐‘ถ๐‘ผ๐‘ณ๐‘ซ ๐‘ป๐‘จ๐‘ฒ๐‘ฌ ๐‘ฉ๐‘ฌ๐‘ญ๐‘ถ๐‘น๐‘ฌ venturing into the job market. If you like our podcast, please consider leaving a review on Spotify, subscribe on YouTube, and leave a comment and/orย ๐Ÿ‘! This would help us a lotย โ™ฅ๏ธ In this episode, we delve into theย โ€ผ๏ธessential steps aspiring data scientists must take before applying forย ๐Ÿ‘”positions in the field. Drawing from personal experiences, mentoring sessions, and consultations, we've crafted a comprehensive guide to help you navigate the complexities of the data science landscape. In this episode, we'll delve deep into: โ–ช๏ธย ๐๐ซ๐ž๐ฉ๐š๐ซ๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐’๐ฎ๐œ๐œ๐ž๐ฌ๐ฌ: Discover what steps you need to take before even thinking about hitting that "apply" button. โ–ช๏ธย ๐’๐ญ๐ซ๐š๐ญ๐ž๐ ๐ข๐œ ๐€๐ฉ๐ฉ๐ซ๐จ๐š๐œ๐ก: Learn the essential strategies for crafting a standout application that catches the eye of recruiters.ย  โ–ช๏ธย ๐‚๐ก๐จ๐จ๐ฌ๐ข๐ง๐  ๐ญ๐ก๐ž ๐‘๐ข๐ ๐ก๐ญ ๐…๐ข๐ญ: Explore the crucial factors to consider when selecting the perfect company for your career aspirations. Here's a sneak peek at what's in storeย (unpaid advertisement, personal recommendations): @Kaggle:ย https://www.kaggle.com @GitHub:ย https://github.com @Kununu:ย https://www.kununu.com @Glassdor:ย https://www.glassdoor.de/index.htm @Linkedin:ย https://www.linkedin.com ML algorithms discussed in the episode: Liner regression Ridge, Lasso, Elastic Net regression Logistic regression Decision tree Random forest SVD k-NN DBSCAN K-means Naive Bayes

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